Delta Air Lines Inc. said its fourth-quarter earnings soared on an $8 billion noncash gain and it said strong travel demand should help it expand margins in the current quarter.

The big gain came from reversing its prior handling of accrued tax credits accumulated during years of losses. Now, that the Atlanta-based company looks to remain profitable, it is putting $8 billion in tax-loss credits on its balance sheet that can be used...